Data-driven methods for situation awareness and operational adjustment of sustainable energy integration into power systems by Shi Jin, Qian Liu, Wenlu Zhang, Zhihong He, Yuxiong He, Lihong Zhang, Yuan Liu, Peidong Xu, Xiao Zhang, Yuhong He

“…Additionally, this study introduces an automatic adjustment model for power flow convergence using the D3QN (Double Dueling Q Network) reinforcement learning algorithm. …”
Get full text

Synergic Concepts, Lexical Idiosyncrasies, and Lexical Complexities in Bilingual Students’ Translated Texts as Efforts to Resolve Conceptual Inequivalences by Hanh Dinh

“…The translating process in bilinguals could be interpreted via the lens of the conceptual blending hypothesis and dueling contexts framework to demonstrate that bi/multilingual students do not differ from monolingual ones pertaining to cognitive or linguistic abilities. …”
Get full text

Digital Fire and Salvage Unit: A New Level of Training for Emercom Cadets by Igor A. Malyj, Vladislav V. Bulgakov, Irina Yu. Sharabanova

“…The program includes 12 main functional modules that allow you to organize the administration and management of users, develop methodological and control and measuring materials, form a practice program or training program, a schedule of training sessions, a knowledge base and an electronic journal, receive information about the results of training, organize a game form of training through intellectual duels between users, as well as access to information about the available training fire and salvage unit of fire equipment, fire-technical and rescue equipment, to an interactive map of the area of departure of the fire-rescue guard with the placement of various objects of protection and their characteristics, roads, water sources and other information necessary for the elimination of fires. …”
Get full text

Reinforcement learning for intensive care medicine: actionable clinical insights from novel approaches to reward shaping and off-policy model evaluation by Luca F. Roggeveen, Ali el Hassouni, Harm-Jan de Grooth, Armand R. J. Girbes, Mark Hoogendoorn, Paul W. G. Elbers, the Dutch ICU Data Sharing Against COVID-19 Collaborators

“…Methods With data from the Dutch ICU Data Warehouse and using an exhaustive hyperparameter grid search, we identified an optimal set of Dueling Double-Deep Q Network RL models. The state space comprised ventilator, medication, and clinical data. …”
Get full text

Respiration supports intraphagosomal filamentation and escape of Candida albicans from macrophages by Nicola T. Case, Johannes Westman, Michael T. Hallett, Jonathan Plumb, Aiman Farheen, Michelle E. Maxson, Jessie MacAlpine, Sean D. Liston, Bernhard Hube, Nicole Robbins, Luke Whitesell, Sergio Grinstein, Leah E. Cowen

“…This work provides insights into the metabolic dueling that occurs during the interaction of C. albicans with macrophages and identifies vulnerabilities in C. albicans that could serve as promising therapeutic targets.…”
Get full text

¿Influye la categoría y posición de juego en las lesiones deportivas en fútbol? (Does the category and game position influence sports injuries in football?) by José M. Gamonales, Víctor Hernández-Beltrán, Abian Perdomo-Alonso, Jesús Barguerias-Martínez, Sergio Gómez-Carrero, Cátia C. Ferreira, Fernando J. Santos, Mário C. Espada

“…High-intensity ball striking and running activities may be the main causes of injuries to the muscles and groin. In contrast, duels for the ball may be the most common inciting activities for ankle injuries, being the lower limbs the ones with the highest number of injuries. …”
Get full text

Influencia de las variables contextuales en las acciones técnicas de jugadores de fútbol profesional durante la competición (Influence of Contextual Variables on the Technical Acti... by Mario Sanchez, Enrique Benéitez-Andrés, Jesús García, Mercedes Sánchez-Barba

“…The variables used were, i) offensive: passes (PAS), dribbles (REG) and shots (TIR) ​​and ii) defensive: interceptions (INT), aerial duels (DAE) and clearances (DES). The results showed significant differences in all technical demands depending on the demarcation. …”
Get full text

Learn to navigate through deep neural networks by Wu, Keyu

“…By embedding a branching noisy dueling architecture, the proposed DRL algorithm can learn the autonomous steering policy more effectively while enabling the simultaneous determination of both linear and angular velocities. …”
Get full text

Reinforcement learning for financial trading: algorithms, evaluations and platforms by Sun, Shuo

“…We provide a formal definition and propose a risk-aware deep RL algorithm. A dueling Q-network with action branching is applied to deal with the large action space for RL optimization. …”
Get full text